C20084 - PRINCIPAL ALGORITHM DEVELOPER
Location:
Markham, ON, CA
Requisition ID: 6732
Company: Epson Canada, Ltd.
At EPSON we have a passion to innovate. Our engineers develop and advance
EPSON's leading-edge technologies throughout product lines comprised of
information-related equipment such as printers, scanners, projectors, robots
and augmented reality devices. Epson products are well known around the world
for their superior quality, functionality, compactness and energy efficiency.
Our R&D team at EPSON Canada researches and develops cutting-edge computer
vision technologies and converts conceptual research outcomes into tangible
customer applications. Technologies developed at Epson Canada have a global
reach.
We are seeking a Principal Algorithm Developer with significant technical
skills in the fields of Computer Vision, NLP, Deep Learning and/or
Reinforcement Learning.
The successful candidate will be responsible to design, develop, integrate and
productize machine learning technologies for the next generation of EPSON
products. The role requires the use of judgement, managing multiple priorities
and independent decision-making.
Responsibilities
Architect, design and implement frameworks and applications to deploy ML
algorithm to meet users' requirements and expectations
Optimize and accelerate Deep Learning/Reinforcement Learning training and
inference pipeline
Deploy Deep Learning/Reinforcement Learning technologies to different
hardware (PC, embedded, …) and integrate into various software
applications & frameworks
Review code developed by other developers and researchers and provide
feedback to ensure best practices (e.g., style guidelines, checking code
in, accuracy, testability, and efficiency).
Work with managers to lead a team of software and machine learning
engineers to develop and deploy ML based solutions
Work closely with core research team to implement frameworks, applications
and tools that facilitate researchers' day-to-day research activities
Collaborate with management and business development team to provide tech
decisions on ambiguous user requests, track requirements and plan, and
generate status reports
Must haves:
Minimum Bachelor's degree in Engineering, Computer Science, or a related
technical field.
5+ years of development experience on ML-based algorithm and/or
applications
5+ years of development experience on coding in C++ and/or Python.
Proven experience in ML-based software architect, design, and deployment.
Proven experience with Machine Learning infrastructure (e.g., GPU, cloud
TPU), or deep learning frameworks (e.g., TensorFlow, PyTorch),
algorithms and tools (e.g., Kubeflow, Ray.io, MLflow)
3+ years of technical leadership experience on successfully building and
scaling teams and interfacing multiple cross-functions.
Good to have:
2 years of experience with computer vision algorithms and tools (e.g.,
OpenCV)
1 year of experience in graphics and rendering.
1 year of experience in Robot Operating System
Proven experience of building and deploying scalable ML models and AI-
powered solutions on distributed computing platforms including both cloud
(AWS, Azure, GCP, private/hybrid) and edge.
Experience designing, developing, and deploying microservices
architectures.
Terms of employment – Full time Position
We thank all candidates who apply, however, only those selected for an
interview will be contacted.
We're an equal opportunity employer. All applicants will be considered for
employment without attention to race, colour, religion, sex, sexual
orientation, gender identity, national origin, veteran, or disability status.
Epson Canada Limited is committed to providing accommodations for people with
disabilities in our recruitment process. If you require an accommodation,
please make your accommodation needs known in advance and we will work with
you to meet your needs.
Job Segment: R&D Engineer, Cloud, R&D, Developer, Embedded, Engineering,
Technology, Research
